Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 181 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.3 KiB |
| Average record size in memory | 52.7 B |
Variable types
| TimeSeries | 11 |
|---|
Active Truck Utilization (SA) is highly overall correlated with Total TL: Spot Rate (exc. FSC, SA) | High correlation |
Total Truck Loadings (SA) is highly overall correlated with Total TL: Spot Rate (exc. FSC, SA) and 5 other fields | High correlation |
Total TL: Spot Rate (exc. FSC, SA) is highly overall correlated with Active Truck Utilization (SA) and 6 other fields | High correlation |
Total TL: Contract Rate (exc. FSC, SA) is highly overall correlated with Total Truck Loadings (SA) and 5 other fields | High correlation |
Driver Labor Index (1992=100, SA) is highly overall correlated with Total Truck Loadings (SA) and 5 other fields | High correlation |
Real GDP is highly overall correlated with Total Truck Loadings (SA) and 5 other fields | High correlation |
CPI Index is highly overall correlated with Total Truck Loadings (SA) and 5 other fields | High correlation |
3 Month T-Bill Rate, % is highly overall correlated with Driver Labor Index (1992=100, SA) | High correlation |
Truck Transportation Employment (000's) is highly overall correlated with Total Truck Loadings (SA) and 5 other fields | High correlation |
Class 8 Truck Net Orders, US/CAN is highly overall correlated with Total TL: Spot Rate (exc. FSC, SA) | High correlation |
Total Truck Loadings (SA) is non stationary | Non stationary |
Total TL: Spot Rate (exc. FSC, SA) is non stationary | Non stationary |
Total TL: Contract Rate (exc. FSC, SA) is non stationary | Non stationary |
Real GDP is non stationary | Non stationary |
CPI Index is non stationary | Non stationary |
3 Month T-Bill Rate, % is non stationary | Non stationary |
National Avg. Diesel Fuel Price ($/Gal.) is non stationary | Non stationary |
Truck Transportation Employment (000's) is non stationary | Non stationary |
Total Truck Loadings (SA) has unique values | Unique |
Total TL: Spot Rate (exc. FSC, SA) has unique values | Unique |
Total TL: Contract Rate (exc. FSC, SA) has unique values | Unique |
Driver Labor Index (1992=100, SA) has unique values | Unique |
Real GDP has unique values | Unique |
Reproduction
| Analysis started | 2023-05-02 05:05:25.971421 |
|---|---|
| Analysis finished | 2023-05-02 05:05:44.951294 |
| Duration | 18.98 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Active Truck Utilization (SA)
Numeric time series
| Distinct | 170 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.91222736 |
|---|---|
| Minimum | 0.8131572 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 0.8131572 |
|---|---|
| 5-th percentile | 0.84645677 |
| Q1 | 0.87714231 |
| median | 0.89481217 |
| Q3 | 0.95421231 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.1868428 |
| Interquartile range (IQR) | 0.077069998 |
Descriptive statistics
| Standard deviation | 0.050842408 |
|---|---|
| Coefficient of variation (CV) | 0.05573436 |
| Kurtosis | -0.92559934 |
| Mean | 0.91222736 |
| Median Absolute Deviation (MAD) | 0.031892002 |
| Skewness | 0.43264502 |
| Sum | 165.11315 |
| Variance | 0.0025849505 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0099444383 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 12 | 6.6% |
| 0.8836542964 | 1 | 0.6% |
| 0.9982427359 | 1 | 0.6% |
| 0.9873948693 | 1 | 0.6% |
| 0.9842237234 | 1 | 0.6% |
| 0.9907720685 | 1 | 0.6% |
| 0.9988526106 | 1 | 0.6% |
| 0.9996961951 | 1 | 0.6% |
| 0.9981672764 | 1 | 0.6% |
| 0.9991195202 | 1 | 0.6% |
| Other values (160) | 160 |
| Value | Count | Frequency (%) |
| 0.8131572008 | 1 | |
| 0.8194220662 | 1 | |
| 0.8230690956 | 1 | |
| 0.8236809969 | 1 | |
| 0.8274359703 | 1 | |
| 0.8336769938 | 1 | |
| 0.8338410258 | 1 | |
| 0.8424488306 | 1 | |
| 0.845013082 | 1 | |
| 0.8464567661 | 1 |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 0.9996961951 | 1 | 0.6% |
| 0.99931252 | 1 | 0.6% |
| 0.9991195202 | 1 | 0.6% |
| 0.9988526106 | 1 | 0.6% |
| 0.9982427359 | 1 | 0.6% |
| 0.9981672764 | 1 | 0.6% |
| 0.995908618 | 1 | 0.6% |
| 0.995757699 | 1 | 0.6% |
| 0.9944194555 | 1 | 0.6% |
ACF and PACF
Total Truck Loadings (SA)
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 181 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57292195 |
|---|---|
| Minimum | 46922830 |
| Maximum | 66325987 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 46922830 |
|---|---|
| 5-th percentile | 48668342 |
| Q1 | 51887366 |
| median | 55529202 |
| Q3 | 63682838 |
| 95-th percentile | 65222142 |
| Maximum | 66325987 |
| Range | 19403157 |
| Interquartile range (IQR) | 11795473 |
Descriptive statistics
| Standard deviation | 5797451.5 |
|---|---|
| Coefficient of variation (CV) | 0.10119095 |
| Kurtosis | -1.5099328 |
| Mean | 57292195 |
| Median Absolute Deviation (MAD) | 4851118.9 |
| Skewness | 0.055776298 |
| Sum | 1.0369887 × 1010 |
| Variance | 3.3610444 × 1013 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9055944385 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 57726252.49 | 1 | 0.6% |
| 62587189.4 | 1 | 0.6% |
| 62668353.26 | 1 | 0.6% |
| 63633368.7 | 1 | 0.6% |
| 63851471.32 | 1 | 0.6% |
| 63411577.66 | 1 | 0.6% |
| 62371633.72 | 1 | 0.6% |
| 64220316.17 | 1 | 0.6% |
| 63729121.98 | 1 | 0.6% |
| 63777050.88 | 1 | 0.6% |
| Other values (171) | 171 |
| Value | Count | Frequency (%) |
| 46922829.7 | 1 | |
| 47399646.47 | 1 | |
| 47755672.42 | 1 | |
| 47848746.95 | 1 | |
| 48199115.22 | 1 | |
| 48348978.07 | 1 | |
| 48461202.56 | 1 | |
| 48637349.24 | 1 | |
| 48653069.63 | 1 | |
| 48668341.89 | 1 |
| Value | Count | Frequency (%) |
| 66325987.05 | 1 | |
| 66026843.94 | 1 | |
| 65902908.92 | 1 | |
| 65778118.88 | 1 | |
| 65743784.02 | 1 | |
| 65670664.36 | 1 | |
| 65492406.67 | 1 | |
| 65474946.72 | 1 | |
| 65463696.01 | 1 | |
| 65222141.66 | 1 |
ACF and PACF
Total TL: Spot Rate (exc. FSC, SA)
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 181 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.34289 |
|---|---|
| Minimum | 76.620911 |
| Maximum | 169.92357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 76.620911 |
|---|---|
| 5-th percentile | 83.417725 |
| Q1 | 101.61458 |
| median | 107.49603 |
| Q3 | 117.95395 |
| 95-th percentile | 153.43565 |
| Maximum | 169.92357 |
| Range | 93.302658 |
| Interquartile range (IQR) | 16.339371 |
Descriptive statistics
| Standard deviation | 18.551622 |
|---|---|
| Coefficient of variation (CV) | 0.16661704 |
| Kurtosis | 1.1155282 |
| Mean | 111.34289 |
| Median Absolute Deviation (MAD) | 7.579834 |
| Skewness | 0.96822834 |
| Sum | 20153.062 |
| Variance | 344.16266 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.09828346684 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 97.7772522 | 1 | 0.6% |
| 111.2966766 | 1 | 0.6% |
| 122.4535141 | 1 | 0.6% |
| 124.2550278 | 1 | 0.6% |
| 122.1006546 | 1 | 0.6% |
| 125.996254 | 1 | 0.6% |
| 136.1178589 | 1 | 0.6% |
| 128.7919312 | 1 | 0.6% |
| 128.7690277 | 1 | 0.6% |
| 128.0793762 | 1 | 0.6% |
| Other values (171) | 171 |
| Value | Count | Frequency (%) |
| 76.62091064 | 1 | |
| 76.86597443 | 1 | |
| 78.0898819 | 1 | |
| 78.9952774 | 1 | |
| 79.02855682 | 1 | |
| 79.89736176 | 1 | |
| 80.00791931 | 1 | |
| 80.63197327 | 1 | |
| 80.69255829 | 1 | |
| 83.41772461 | 1 |
| Value | Count | Frequency (%) |
| 169.9235687 | 1 | |
| 168.110321 | 1 | |
| 159.8557434 | 1 | |
| 158.7514038 | 1 | |
| 158.5955963 | 1 | |
| 158.3710632 | 1 | |
| 157.5389404 | 1 | |
| 155.1854706 | 1 | |
| 154.3363342 | 1 | |
| 153.4356537 | 1 |
ACF and PACF
Total TL: Contract Rate (exc. FSC, SA)
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 181 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.30031 |
|---|---|
| Minimum | 95.407272 |
| Maximum | 157.50975 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 95.407272 |
|---|---|
| 5-th percentile | 96.354103 |
| Q1 | 104.78954 |
| median | 113.2218 |
| Q3 | 125.51294 |
| 95-th percentile | 150.57887 |
| Maximum | 157.50975 |
| Range | 62.102478 |
| Interquartile range (IQR) | 20.723396 |
Descriptive statistics
| Standard deviation | 16.11372 |
|---|---|
| Coefficient of variation (CV) | 0.13855269 |
| Kurtosis | 0.096110292 |
| Mean | 116.30031 |
| Median Absolute Deviation (MAD) | 10.944962 |
| Skewness | 0.9096275 |
| Sum | 21050.355 |
| Variance | 259.65198 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.79078535 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100.0452347 | 1 | 0.6% |
| 115.0490723 | 1 | 0.6% |
| 116.9460144 | 1 | 0.6% |
| 118.7285538 | 1 | 0.6% |
| 120.5640869 | 1 | 0.6% |
| 122.0886383 | 1 | 0.6% |
| 122.8691635 | 1 | 0.6% |
| 122.9025497 | 1 | 0.6% |
| 124.2307587 | 1 | 0.6% |
| 125.0918121 | 1 | 0.6% |
| Other values (171) | 171 |
| Value | Count | Frequency (%) |
| 95.40727234 | 1 | |
| 95.4593811 | 1 | |
| 95.47031403 | 1 | |
| 95.8232193 | 1 | |
| 95.92572021 | 1 | |
| 96.0970993 | 1 | |
| 96.1157608 | 1 | |
| 96.14700317 | 1 | |
| 96.35186005 | 1 | |
| 96.35410309 | 1 |
| Value | Count | Frequency (%) |
| 157.5097504 | 1 | |
| 157.2530365 | 1 | |
| 157.2195129 | 1 | |
| 156.1516876 | 1 | |
| 155.6170349 | 1 | |
| 153.7172546 | 1 | |
| 153.644455 | 1 | |
| 153.0596924 | 1 | |
| 152.1927948 | 1 | |
| 150.5788727 | 1 |
ACF and PACF
Driver Labor Index (1992=100, SA)
Numeric time series
HIGH CORRELATION UNIQUE
| Distinct | 181 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.75601 |
|---|---|
| Minimum | 116.6245 |
| Maximum | 128.39658 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 116.6245 |
|---|---|
| 5-th percentile | 119.78436 |
| Q1 | 124.39847 |
| median | 125.13635 |
| Q3 | 125.62083 |
| 95-th percentile | 126.82518 |
| Maximum | 128.39658 |
| Range | 11.772072 |
| Interquartile range (IQR) | 1.2223587 |
Descriptive statistics
| Standard deviation | 2.0061133 |
|---|---|
| Coefficient of variation (CV) | 0.016080294 |
| Kurtosis | 6.3668342 |
| Mean | 124.75601 |
| Median Absolute Deviation (MAD) | 0.63317871 |
| Skewness | -2.2848051 |
| Sum | 22580.837 |
| Variance | 4.0244904 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0001106261993 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 116.6429672 | 1 | 0.6% |
| 125.4240875 | 1 | 0.6% |
| 125.8094482 | 1 | 0.6% |
| 125.5935898 | 1 | 0.6% |
| 125.1363525 | 1 | 0.6% |
| 125.1832428 | 1 | 0.6% |
| 125.3566055 | 1 | 0.6% |
| 125.6441345 | 1 | 0.6% |
| 125.9879837 | 1 | 0.6% |
| 125.9078979 | 1 | 0.6% |
| Other values (171) | 171 |
| Value | Count | Frequency (%) |
| 116.6245041 | 1 | |
| 116.6429672 | 1 | |
| 116.7327957 | 1 | |
| 117.1516495 | 1 | |
| 117.6040802 | 1 | |
| 118.14888 | 1 | |
| 118.4851685 | 1 | |
| 118.896019 | 1 | |
| 119.283493 | 1 | |
| 119.7843628 | 1 |
| Value | Count | Frequency (%) |
| 128.3965759 | 1 | |
| 127.8454971 | 1 | |
| 127.6487808 | 1 | |
| 127.566597 | 1 | |
| 127.3815231 | 1 | |
| 127.3434219 | 1 | |
| 127.2948761 | 1 | |
| 127.0305481 | 1 | |
| 126.8834457 | 1 | |
| 126.8251801 | 1 |
ACF and PACF
Real GDP
Numeric time series
HIGH CORRELATION NON STATIONARY UNIQUE
| Distinct | 181 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17421.619 |
|---|---|
| Minimum | 15160.878 |
| Maximum | 20260.513 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 15160.878 |
|---|---|
| 5-th percentile | 15267.662 |
| Q1 | 15976.762 |
| median | 17406.874 |
| Q3 | 18726.462 |
| 95-th percentile | 19985.116 |
| Maximum | 20260.513 |
| Range | 5099.6357 |
| Interquartile range (IQR) | 2749.7 |
Descriptive statistics
| Standard deviation | 1516.5033 |
|---|---|
| Coefficient of variation (CV) | 0.087047211 |
| Kurtosis | -1.1880369 |
| Mean | 17421.619 |
| Median Absolute Deviation (MAD) | 1350.9936 |
| Skewness | 0.22466165 |
| Sum | 3153313 |
| Variance | 2299782.3 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9868275801 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15711.13191 | 1 | 0.6% |
| 18068.19123 | 1 | 0.6% |
| 18190.90274 | 1 | 0.6% |
| 18255.47879 | 1 | 0.6% |
| 18313.90898 | 1 | 0.6% |
| 18361.62865 | 1 | 0.6% |
| 18401.81549 | 1 | 0.6% |
| 18436.7925 | 1 | 0.6% |
| 18472.74064 | 1 | 0.6% |
| 18514.24455 | 1 | 0.6% |
| Other values (171) | 171 |
| Value | Count | Frequency (%) |
| 15160.87757 | 1 | |
| 15161.75337 | 1 | |
| 15162.71487 | 1 | |
| 15167.43739 | 1 | |
| 15174.95464 | 1 | |
| 15182.28177 | 1 | |
| 15208.9866 | 1 | |
| 15212.20327 | 1 | |
| 15267.64485 | 1 | |
| 15267.66206 | 1 |
| Value | Count | Frequency (%) |
| 20260.51325 | 1 | |
| 20220.68598 | 1 | |
| 20181.4563 | 1 | |
| 20145.29735 | 1 | |
| 20107.27019 | 1 | |
| 20059.78078 | 1 | |
| 20045.96621 | 1 | |
| 20038.79284 | 1 | |
| 19998.63504 | 1 | |
| 19985.11589 | 1 |
ACF and PACF
CPI Index
Numeric time series
HIGH CORRELATION NON STATIONARY
| Distinct | 179 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 241.88482 |
|---|---|
| Minimum | 211.39799 |
| Maximum | 300.53601 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 211.39799 |
|---|---|
| 5-th percentile | 213.448 |
| Q1 | 226.75 |
| median | 237.498 |
| Q3 | 255.159 |
| 95-th percentile | 288.61099 |
| Maximum | 300.53601 |
| Range | 89.138016 |
| Interquartile range (IQR) | 28.408997 |
Descriptive statistics
| Standard deviation | 21.552267 |
|---|---|
| Coefficient of variation (CV) | 0.089101362 |
| Kurtosis | 0.33922854 |
| Mean | 241.88482 |
| Median Absolute Deviation (MAD) | 14.684006 |
| Skewness | 0.84850061 |
| Sum | 43781.153 |
| Variance | 464.50018 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.999088027 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 224.8059998 | 2 | 1.1% |
| 237.4980011 | 2 | 1.1% |
| 212.173996 | 1 | 0.6% |
| 251.0180054 | 1 | 0.6% |
| 246.6260071 | 1 | 0.6% |
| 247.2839966 | 1 | 0.6% |
| 247.8049927 | 1 | 0.6% |
| 248.8589935 | 1 | 0.6% |
| 249.529007 | 1 | 0.6% |
| 249.5769958 | 1 | 0.6% |
| Other values (169) | 169 |
| Value | Count | Frequency (%) |
| 211.397995 | 1 | |
| 211.9329987 | 1 | |
| 212.173996 | 1 | |
| 212.4949951 | 1 | |
| 212.6869965 | 1 | |
| 212.7050018 | 1 | |
| 212.7089996 | 1 | |
| 213.0220032 | 1 | |
| 213.1529999 | 1 | |
| 213.447998 | 1 |
| Value | Count | Frequency (%) |
| 300.5360107 | 1 | |
| 298.9899902 | 1 | |
| 298.5979919 | 1 | |
| 297.9869995 | 1 | |
| 296.5390015 | 1 | |
| 295.3200073 | 1 | |
| 294.7279968 | 1 | |
| 294.6279907 | 1 | |
| 291.2680054 | 1 | |
| 288.6109924 | 1 |
ACF and PACF
3 Month T-Bill Rate, %
Numeric time series
HIGH CORRELATION NON STATIONARY
| Distinct | 177 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.66273746 |
|---|---|
| Minimum | 0.011428571 |
| Maximum | 4.5374999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 0.011428571 |
|---|---|
| 5-th percentile | 0.017999999 |
| Q1 | 0.052380953 |
| median | 0.1495 |
| Q3 | 1.0747619 |
| 95-th percentile | 2.3828571 |
| Maximum | 4.5374999 |
| Range | 4.5260713 |
| Interquartile range (IQR) | 1.0223809 |
Descriptive statistics
| Standard deviation | 0.94764322 |
|---|---|
| Coefficient of variation (CV) | 1.4298923 |
| Kurtosis | 2.8654122 |
| Mean | 0.66273746 |
| Median Absolute Deviation (MAD) | 0.12177272 |
| Skewness | 1.7590765 |
| Sum | 119.95548 |
| Variance | 0.89802772 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4098213844 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.05454545468 | 2 | 1.1% |
| 0.07428571582 | 2 | 1.1% |
| 0.05238095298 | 2 | 1.1% |
| 0.05999999866 | 2 | 1.1% |
| 0.9827272892 | 1 | 0.6% |
| 1.014347792 | 1 | 0.6% |
| 1.029500008 | 1 | 0.6% |
| 1.074761868 | 1 | 0.6% |
| 1.229523778 | 1 | 0.6% |
| 1.322000027 | 1 | 0.6% |
| Other values (167) | 167 |
| Value | Count | Frequency (%) |
| 0.01142857131 | 1 | |
| 0.01380952355 | 1 | |
| 0.01400000043 | 1 | |
| 0.01499999966 | 1 | |
| 0.01523809507 | 1 | |
| 0.01600000076 | 1 | |
| 0.01649999991 | 1 | |
| 0.01681818254 | 1 | |
| 0.01789473742 | 1 | |
| 0.01799999923 | 1 |
| Value | Count | Frequency (%) |
| 4.537499905 | 1 | |
| 4.252380848 | 1 | |
| 4.151500225 | 1 | |
| 3.717000008 | 1 | |
| 3.126666784 | 1 | |
| 2.75333333 | 1 | |
| 2.630869627 | 1 | |
| 2.402380943 | 1 | |
| 2.388421059 | 1 | |
| 2.382857084 | 1 |
ACF and PACF
National Avg. Diesel Fuel Price ($/Gal.)
Numeric time series
| Distinct | 173 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3111602 |
|---|---|
| Minimum | 1.998 |
| Maximum | 5.7540002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 1.998 |
|---|---|
| 5-th percentile | 2.3099999 |
| Q1 | 2.681 |
| median | 3.1300001 |
| Q3 | 3.885 |
| 95-th percentile | 4.7140002 |
| Maximum | 5.7540002 |
| Range | 3.7560002 |
| Interquartile range (IQR) | 1.204 |
Descriptive statistics
| Standard deviation | 0.77674788 |
|---|---|
| Coefficient of variation (CV) | 0.23458481 |
| Kurtosis | 0.24972875 |
| Mean | 3.3111602 |
| Median Absolute Deviation (MAD) | 0.62000012 |
| Skewness | 0.71099705 |
| Sum | 599.32 |
| Variance | 0.60333729 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1503295822 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.904999971 | 3 | 1.7% |
| 2.595000029 | 2 | 1.1% |
| 2.996999979 | 2 | 1.1% |
| 2.90899992 | 2 | 1.1% |
| 3.069000006 | 2 | 1.1% |
| 3.960999966 | 2 | 1.1% |
| 2.785000086 | 2 | 1.1% |
| 3.36500001 | 1 | 0.6% |
| 3.299999952 | 1 | 0.6% |
| 3.122999907 | 1 | 0.6% |
| Other values (163) | 163 |
| Value | Count | Frequency (%) |
| 1.998000026 | 1 | |
| 2.089999914 | 1 | |
| 2.092000008 | 1 | |
| 2.142999887 | 1 | |
| 2.15199995 | 1 | |
| 2.194999933 | 1 | |
| 2.220000029 | 1 | |
| 2.226999998 | 1 | |
| 2.292000055 | 1 | |
| 2.309999943 | 1 |
| Value | Count | Frequency (%) |
| 5.754000187 | 1 | |
| 5.571000099 | 1 | |
| 5.486000061 | 1 | |
| 5.255000114 | 1 | |
| 5.210999966 | 1 | |
| 5.119999886 | 1 | |
| 5.105000019 | 1 | |
| 5.013000011 | 1 | |
| 4.993000031 | 1 | |
| 4.714000225 | 1 |
ACF and PACF
Truck Transportation Employment (000's)
Numeric time series
HIGH CORRELATION NON STATIONARY
| Distinct | 146 |
|---|---|
| Distinct (%) | 80.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1422.2486 |
|---|---|
| Minimum | 1235 |
| Maximum | 1615 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 1235 |
|---|---|
| 5-th percentile | 1251 |
| Q1 | 1356 |
| median | 1444 |
| Q3 | 1492 |
| 95-th percentile | 1572 |
| Maximum | 1615 |
| Range | 380 |
| Interquartile range (IQR) | 136 |
Descriptive statistics
| Standard deviation | 96.706886 |
|---|---|
| Coefficient of variation (CV) | 0.067995767 |
| Kurtosis | -0.69800842 |
| Mean | 1422.2486 |
| Median Absolute Deviation (MAD) | 68 |
| Skewness | -0.24050076 |
| Sum | 257427 |
| Variance | 9352.2217 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.952264966 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1443 | 3 | 1.7% |
| 1452 | 3 | 1.7% |
| 1444 | 3 | 1.7% |
| 1456 | 3 | 1.7% |
| 1521 | 3 | 1.7% |
| 1445 | 3 | 1.7% |
| 1392 | 3 | 1.7% |
| 1383 | 3 | 1.7% |
| 1492 | 2 | 1.1% |
| 1533 | 2 | 1.1% |
| Other values (136) | 153 |
| Value | Count | Frequency (%) |
| 1235 | 1 | |
| 1236 | 1 | |
| 1238 | 1 | |
| 1239 | 1 | |
| 1241 | 1 | |
| 1243 | 1 | |
| 1246 | 1 | |
| 1247 | 2 | |
| 1251 | 1 | |
| 1252 | 1 |
| Value | Count | Frequency (%) |
| 1615 | 1 | |
| 1611 | 1 | |
| 1606 | 1 | |
| 1605 | 1 | |
| 1600 | 1 | |
| 1598 | 1 | |
| 1597 | 1 | |
| 1591 | 1 | |
| 1584 | 1 | |
| 1572 | 1 |
ACF and PACF
Class 8 Truck Net Orders, US/CAN
Numeric time series
| Distinct | 180 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19765.547 |
|---|---|
| Minimum | 3688 |
| Maximum | 50632 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 852.0 B |
Quantile statistics
| Minimum | 3688 |
|---|---|
| 5-th percentile | 7473 |
| Q1 | 12574 |
| median | 17915 |
| Q3 | 23182 |
| 95-th percentile | 41415 |
| Maximum | 50632 |
| Range | 46944 |
| Interquartile range (IQR) | 10608 |
Descriptive statistics
| Standard deviation | 10378.994 |
|---|---|
| Coefficient of variation (CV) | 0.52510533 |
| Kurtosis | 0.8991437 |
| Mean | 19765.547 |
| Median Absolute Deviation (MAD) | 5341 |
| Skewness | 1.1465632 |
| Sum | 3577564 |
| Variance | 1.0772353 × 108 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.001700216138 |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 19387 | 2 | 1.1% |
| 16185 | 1 | 0.6% |
| 18728 | 1 | 0.6% |
| 33802 | 1 | 0.6% |
| 30785 | 1 | 0.6% |
| 34121 | 1 | 0.6% |
| 46259 | 1 | 0.6% |
| 36934 | 1 | 0.6% |
| 43304 | 1 | 0.6% |
| 32412 | 1 | 0.6% |
| Other values (170) | 170 |
| Value | Count | Frequency (%) |
| 3688 | 1 | |
| 4525 | 1 | |
| 5818 | 1 | |
| 6039 | 1 | |
| 6241 | 1 | |
| 6854 | 1 | |
| 6962 | 1 | |
| 7043 | 1 | |
| 7338 | 1 | |
| 7473 | 1 |
| Value | Count | Frequency (%) |
| 50632 | 1 | |
| 50407 | 1 | |
| 49869 | 1 | |
| 49818 | 1 | |
| 47983 | 1 | |
| 46259 | 1 | |
| 43566 | 1 | |
| 43304 | 1 | |
| 41525 | 1 | |
| 41415 | 1 |
ACF and PACF
| Active Truck Utilization (SA) | Total Truck Loadings (SA) | Total TL: Spot Rate (exc. FSC, SA) | Total TL: Contract Rate (exc. FSC, SA) | Driver Labor Index (1992=100, SA) | Real GDP | CPI Index | 3 Month T-Bill Rate, % | National Avg. Diesel Fuel Price ($/Gal.) | Truck Transportation Employment (000's) | Class 8 Truck Net Orders, US/CAN | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Active Truck Utilization (SA) | 1.000 | 0.466 | 0.574 | 0.413 | 0.333 | 0.438 | 0.422 | 0.114 | 0.153 | 0.321 | 0.471 |
| Total Truck Loadings (SA) | 0.466 | 1.000 | 0.654 | 0.916 | 0.523 | 0.929 | 0.896 | 0.480 | 0.059 | 0.960 | 0.326 |
| Total TL: Spot Rate (exc. FSC, SA) | 0.574 | 0.654 | 1.000 | 0.696 | 0.196 | 0.631 | 0.613 | -0.008 | 0.346 | 0.618 | 0.589 |
| Total TL: Contract Rate (exc. FSC, SA) | 0.413 | 0.916 | 0.696 | 1.000 | 0.549 | 0.976 | 0.972 | 0.278 | 0.039 | 0.952 | 0.442 |
| Driver Labor Index (1992=100, SA) | 0.333 | 0.523 | 0.196 | 0.549 | 1.000 | 0.619 | 0.611 | 0.510 | 0.129 | 0.522 | 0.074 |
| Real GDP | 0.438 | 0.929 | 0.631 | 0.976 | 0.619 | 1.000 | 0.984 | 0.322 | 0.026 | 0.954 | 0.410 |
| CPI Index | 0.422 | 0.896 | 0.613 | 0.972 | 0.611 | 0.984 | 1.000 | 0.281 | 0.004 | 0.921 | 0.395 |
| 3 Month T-Bill Rate, % | 0.114 | 0.480 | -0.008 | 0.278 | 0.510 | 0.322 | 0.281 | 1.000 | -0.055 | 0.436 | -0.181 |
| National Avg. Diesel Fuel Price ($/Gal.) | 0.153 | 0.059 | 0.346 | 0.039 | 0.129 | 0.026 | 0.004 | -0.055 | 1.000 | 0.025 | 0.234 |
| Truck Transportation Employment (000's) | 0.321 | 0.960 | 0.618 | 0.952 | 0.522 | 0.954 | 0.921 | 0.436 | 0.025 | 1.000 | 0.339 |
| Class 8 Truck Net Orders, US/CAN | 0.471 | 0.326 | 0.589 | 0.442 | 0.074 | 0.410 | 0.395 | -0.181 | 0.234 | 0.339 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 1 | Active Truck Utilization (SA) | Total Truck Loadings (SA) | Total TL: Spot Rate (exc. FSC, SA) | Total TL: Contract Rate (exc. FSC, SA) | Driver Labor Index (1992=100, SA) | Real GDP | CPI Index | 3 Month T-Bill Rate, % | National Avg. Diesel Fuel Price ($/Gal.) | Truck Transportation Employment (000's) | Class 8 Truck Net Orders, US/CAN |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.883654 | 5.772625e+07 | 97.777252 | 100.045235 | 116.642967 | 15711.131909 | 212.173996 | 2.753333 | 3.308 | 1417.0 | 16185.0 |
| 1 | 0.880183 | 5.716361e+07 | 99.561577 | 99.978851 | 116.624504 | 15687.866359 | 212.686996 | 2.124500 | 3.377 | 1413.0 | 11091.0 |
| 2 | 0.876995 | 5.673412e+07 | 102.661171 | 99.975914 | 116.732796 | 15708.749434 | 213.447998 | 1.262500 | 3.881 | 1415.0 | 14647.0 |
| 3 | 0.896470 | 5.692338e+07 | 109.214226 | 100.681190 | 117.151649 | 15757.289081 | 213.942001 | 1.293636 | 4.084 | 1413.0 | 14264.0 |
| 4 | 0.891273 | 5.618877e+07 | 114.116783 | 101.416893 | 117.604080 | 15802.485668 | 215.207993 | 1.733809 | 4.425 | 1407.0 | 12060.0 |
| 5 | 0.889263 | 5.572554e+07 | 120.976936 | 102.341064 | 118.148880 | 15818.220496 | 217.462997 | 1.856190 | 4.677 | 1396.0 | 13530.0 |
| 6 | 0.906223 | 5.550938e+07 | 126.923454 | 102.990379 | 118.485168 | 15793.676427 | 219.016006 | 1.625909 | 4.703 | 1390.0 | 11677.0 |
| 7 | 0.892036 | 5.441142e+07 | 125.792679 | 102.205620 | 118.896019 | 15722.518762 | 218.690002 | 1.721905 | 4.302 | 1385.0 | 12435.0 |
| 8 | 0.853069 | 5.328081e+07 | 118.667259 | 102.078377 | 119.283493 | 15609.255104 | 218.876999 | 1.134286 | 4.024 | 1372.0 | 8677.0 |
| 9 | 0.897726 | 5.564441e+07 | 111.424934 | 102.276840 | 119.784363 | 15476.642128 | 216.994995 | 0.674545 | 3.576 | 1368.0 | 8862.0 |
| 1 | Active Truck Utilization (SA) | Total Truck Loadings (SA) | Total TL: Spot Rate (exc. FSC, SA) | Total TL: Contract Rate (exc. FSC, SA) | Driver Labor Index (1992=100, SA) | Real GDP | CPI Index | 3 Month T-Bill Rate, % | National Avg. Diesel Fuel Price ($/Gal.) | Truck Transportation Employment (000's) | Class 8 Truck Net Orders, US/CAN |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 171 | 0.957851 | 6.577812e+07 | 138.522766 | 157.253036 | 126.769127 | 19863.026246 | 288.610992 | 0.763000 | 5.120 | 1572.0 | 13605.0 |
| 172 | 0.956874 | 6.590291e+07 | 130.197922 | 156.151688 | 126.639664 | 19886.814438 | 291.268005 | 0.983333 | 5.571 | 1584.0 | 12574.0 |
| 173 | 0.954870 | 6.567066e+07 | 123.048965 | 153.717255 | 126.591461 | 19936.254202 | 294.727997 | 1.494762 | 5.754 | 1591.0 | 12967.0 |
| 174 | 0.927705 | 6.549241e+07 | 121.088226 | 153.644455 | 126.320076 | 19998.635040 | 294.627991 | 2.232500 | 5.486 | 1597.0 | 9652.0 |
| 175 | 0.926704 | 6.516664e+07 | 117.953949 | 153.059692 | 126.621780 | 20059.780776 | 295.320007 | 2.630870 | 5.013 | 1600.0 | 19376.0 |
| 176 | 0.928518 | 6.547495e+07 | 111.377747 | 150.304672 | 126.883446 | 20107.270192 | 296.539001 | 3.126667 | 4.993 | 1598.0 | 50632.0 |
| 177 | 0.898916 | 6.546370e+07 | 110.006798 | 147.857254 | 126.767273 | 20145.297345 | 297.987000 | 3.717000 | 5.211 | 1605.0 | 39850.0 |
| 178 | 0.893690 | 6.522214e+07 | 103.975731 | 146.209427 | 126.668900 | 20181.456299 | 298.597992 | 4.151500 | 5.255 | 1606.0 | 32518.0 |
| 179 | 0.884588 | 6.417103e+07 | 111.030983 | 149.110367 | 126.734421 | 20220.685978 | 298.989990 | 4.252381 | 4.714 | 1611.0 | 25869.0 |
| 180 | 0.873791 | 6.500996e+07 | 111.918747 | 146.537552 | 127.294876 | 20260.513248 | 300.536011 | 4.537500 | 4.576 | 1615.0 | 18993.0 |